Inside the Memory Decision Loop: How AI Agents Decide What to Remember, Update, or Forget

Most people who add "memory" to an AI agent do the same thing: embed every message, throw the vector into Pinecone or pgvector, and call similarity_search at query time. It works for a demo. It falls ...